calibrate_response_mapper

Calibrate response in question-answer pairs based on reference text.

This mapper calibrates the ‘response’ part of a question-answer pair by using a reference text. It aims to make the response more detailed and accurate while ensuring it still answers the original question. The calibration process uses a default system prompt, which can be customized. The output is stripped of any leading or trailing whitespace.

基于参考文本校准问答对中的响应。

该映射器通过使用参考文本来校准问答对中的“响应”部分。它的目标是使响应更加详细和准确，同时确保它仍然能够回答原始问题。校准过程使用默认的系统提示，该提示可以自定义。输出去除了任何前导或尾随空白。

Type 算子类型: mapper

Tags 标签: cpu, api

🔧 Parameter Configuration 参数配置

name 参数名

type 类型

default 默认值

desc 说明

api_model

<class ‘str’>

'gpt-4o'

API model name.

api_endpoint

typing.Optional[str]

None

URL endpoint for the API.

response_path

typing.Optional[str]

None

Path to extract content from the API response.

system_prompt

typing.Optional[str]

None

System prompt for the calibration task.

input_template

typing.Optional[str]

None

Template for building the model input.

reference_template

typing.Optional[str]

None

Template for formatting the reference text.

qa_pair_template

typing.Optional[str]

None

Template for formatting question-answer pairs.

output_pattern

typing.Optional[str]

None

Regular expression for parsing model output.

try_num

typing.Annotated[int, Gt(gt=0)]

3

The number of retry attempts when there is an API

model_params

typing.Dict

{}

Parameters for initializing the API model.

sampling_params

typing.Dict

{}

Extra parameters passed to the API call.

kwargs

''

Extra keyword arguments.

📊 Effect demonstration 效果演示

not available 暂无